REPOGEO 报告 · LITE
Shpigford/chops
默认分支 main · commit 1a1ff0de · 扫描时间 2026/5/13 18:41:25
星标 1,327 · Fork 81
行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 Shpigford/chops 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highabout#1Strengthen the 'About' description to prevent name collision
原因:
当前Your AI agent skills, finally organized. A macOS app to browse, edit, and manage skills across Claude Code, Cursor, Codex, Windsurf, and Amp.
复制粘贴的修复Chops: A native macOS desktop app to organize, edit, and manage your AI agent skills across Claude Code, Cursor, Codex, Windsurf, and Amp.
- highreadme#2Add a 'Why Chops?' section to clarify its unique role
原因:
复制粘贴的修复Add a new section to the README, perhaps after 'Features': ## Why Chops? Chops is not another AI framework like LangChain or LlamaIndex, nor is it a general-purpose note-taking app like Obsidian. Instead, Chops is a dedicated macOS desktop application designed specifically to be your central hub for managing the *configurations and skills* of your existing AI coding assistants. It helps you organize, edit, and discover skills across multiple tools in one place, freeing you from digging through dotfiles and disparate directories.
- lowreadme#3Clarify the project's license in the README
原因:
复制粘贴的修复Add a section or line to the README, e.g., under a 'License' heading or in the footer: ## License This project is licensed under [describe the actual license(s) present in the LICENSE file, e.g., 'a custom license combining elements of X and Y']. Please refer to the `LICENSE` file for full details.
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- LangChain · 被推荐 1 次
- LlamaIndex · 被推荐 1 次
- GitHub · 被推荐 1 次
- GitLab · 被推荐 1 次
- Weights & Biases Prompts · 被推荐 1 次
- 品类问题How can I efficiently manage and edit my AI coding assistant skills across multiple platforms?你:未被推荐AI 推荐顺序:
- LangChain
- LlamaIndex
- GitHub
- GitLab
- Weights & Biases Prompts
- Humanloop
- Vellum
- AWS API Gateway
- Lambda
- Azure API Management
- Functions
- Google Cloud Endpoints
- Cloud Functions
- Docker
- Kubernetes
- OpenAI Assistants API
- GitHub Actions
- GitLab CI/CD
- AWS ECS
- Google Cloud Run
- Azure Container Instances
AI 推荐了 21 个替代方案,却始终没点名 Shpigford/chops。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Looking for a macOS application to organize and browse my developer AI agent configurations.你:未被推荐AI 推荐顺序:
- Obsidian
- Craft
- DEVONthink 3
- NotePlan 3
- Bear
- Visual Studio Code
- Finder
AI 推荐了 7 个替代方案,却始终没点名 Shpigford/chops。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesspass
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of Shpigford/chops?passAI 明确点名了 Shpigford/chops
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts Shpigford/chops in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 Shpigford/chops
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo Shpigford/chops solve, and who is the primary audience?passAI 明确点名了 Shpigford/chops
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 Shpigford/chops 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/Shpigford/chops)<a href="https://repogeo.com/zh/r/Shpigford/chops"><img src="https://repogeo.com/badge/Shpigford/chops.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
Shpigford/chops — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3